Statistics with R Capstone: Univariate Analysis
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 686 | 1 | 1477 | 553.4 | 831.8 | 898.9 | 1092.0 | 1411.0 | 1743.2 | 2127.6 | 2450.7 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 535 | 1 | 181190 | 84086 | 85495 | 104860 | 129763 | 159467 | 213000 | 285000 | 345700 |
| 20 | 30 | 40 | 45 | 50 | 60 | 70 | 75 | 80 | 85 | 90 | 120 | 160 | 180 | 190 | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 379 | 49 | 1 | 7 | 93 | 195 | 34 | 6 | 39 | 21 | 35 | 69 | 46 | 7 | 19 | 1000 |
| Proportion | 0.379 | 0.049 | 0.001 | 0.007 | 0.093 | 0.195 | 0.034 | 0.006 | 0.039 | 0.021 | 0.035 | 0.069 | 0.046 | 0.007 | 0.019 | 1.000 |
| C (all) | FV | I (all) | RH | RL | RM | Total | |
|---|---|---|---|---|---|---|---|
| Frequency | 9 | 56 | 1 | 7 | 772 | 155 | 1000 |
| Proportion | 0.009 | 0.056 | 0.001 | 0.007 | 0.772 | 0.155 | 1.000 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 833 | 167 | 104 | 0.998 | 69.21 | 24.94 | 32.0 | 42.2 | 57.0 | 69.0 | 80.0 | 95.0 | 108.0 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 785 | 1 | 10352 | 5671 | 3228 | 4764 | 7314 | 9317 | 11650 | 14141 | 16694 |
| Grvl | Pave | Total | |
|---|---|---|---|
| Frequency | 3 | 997 | 1000 |
| Proportion | 0.003 | 0.997 | 1.000 |
| Grvl | Pave | Total | |
|---|---|---|---|
| Frequency | 33 | 34 | 67 |
| Proportion | 0.033 | 0.034 | 0.067 |
| Reg | IR1 | IR2 | IR3 | Total | |
|---|---|---|---|---|---|
| Frequency | 629 | 338 | 30 | 3 | 1000 |
| Proportion | 0.629 | 0.338 | 0.030 | 0.003 | 1.000 |
| Bnk | HLS | Low | Lvl | Total | |
|---|---|---|---|---|---|
| Frequency | 33 | 38 | 20 | 909 | 1000 |
| Proportion | 0.033 | 0.038 | 0.020 | 0.909 | 1.000 |
| AllPub | Total | |
|---|---|---|
| Frequency | 1000 | 1000 |
| Proportion | 1 | 1 |
| Corner | CulDSac | FR2 | FR3 | Inside | Total | |
|---|---|---|---|---|---|---|
| Frequency | 173 | 76 | 36 | 5 | 710 | 1000 |
| Proportion | 0.173 | 0.076 | 0.036 | 0.005 | 0.710 | 1.000 |
| Gtl | Mod | Sev | Total | |
|---|---|---|---|---|
| Frequency | 962 | 33 | 5 | 1000 |
| Proportion | 0.962 | 0.033 | 0.005 | 1.000 |
| Blmngtn | Blueste | BrDale | BrkSide | ClearCr | CollgCr | Crawfor | Edwards | Gilbert | Greens | GrnHill | IDOTRR | MeadowV | Mitchel | NAmes | NoRidge | NPkVill | NridgHt | NWAmes | OldTown | Sawyer | SawyerW | Somerst | StoneBr | SWISU | Timber | Veenker | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 11 | 3 | 10 | 41 | 13 | 85 | 29 | 60 | 49 | 4 | 2 | 35 | 16 | 44 | 155 | 28 | 4 | 57 | 41 | 71 | 61 | 46 | 74 | 20 | 12 | 19 | 10 | 1000 |
| Proportion | 0.011 | 0.003 | 0.010 | 0.041 | 0.013 | 0.085 | 0.029 | 0.060 | 0.049 | 0.004 | 0.002 | 0.035 | 0.016 | 0.044 | 0.155 | 0.028 | 0.004 | 0.057 | 0.041 | 0.071 | 0.061 | 0.046 | 0.074 | 0.020 | 0.012 | 0.019 | 0.010 | 1.000 |
| Artery | Feedr | Norm | PosA | PosN | RRAe | RRAn | RRNe | RRNn | Total | |
|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 23 | 53 | 875 | 8 | 11 | 11 | 14 | 2 | 3 | 1000 |
| Proportion | 0.023 | 0.053 | 0.875 | 0.008 | 0.011 | 0.011 | 0.014 | 0.002 | 0.003 | 1.000 |
| Artery | Feedr | Norm | PosA | PosN | RRNn | Total | |
|---|---|---|---|---|---|---|---|
| Frequency | 2 | 6 | 988 | 1 | 2 | 1 | 1000 |
| Proportion | 0.002 | 0.006 | 0.988 | 0.001 | 0.002 | 0.001 | 1.000 |
| 1Fam | 2fmCon | Duplex | Twnhs | TwnhsE | Total | |
|---|---|---|---|---|---|---|
| Frequency | 823 | 20 | 35 | 38 | 84 | 1000 |
| Proportion | 0.823 | 0.020 | 0.035 | 0.038 | 0.084 | 1.000 |
| 1.5Fin | 1.5Unf | 1Story | 2.5Unf | 2Story | SFoyer | SLvl | Total | |
|---|---|---|---|---|---|---|---|---|
| Frequency | 98 | 8 | 521 | 10 | 286 | 36 | 41 | 1000 |
| Proportion | 0.098 | 0.008 | 0.521 | 0.010 | 0.286 | 0.036 | 0.041 | 1.000 |
| Very Excellent | Excellent | Very Good | Good | Above Average | Average | Below Average | Fair | Poor | Very Poor | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 9 | 40 | 122 | 200 | 238 | 305 | 68 | 9 | 8 | 1 | 1000 |
| Proportion | 0.009 | 0.040 | 0.122 | 0.200 | 0.238 | 0.305 | 0.068 | 0.009 | 0.008 | 0.001 | 1.000 |
| Excellent | Very Good | Good | Above Average | Average | Below Average | Fair | Poor | Very Poor | Total | |
|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 12 | 47 | 131 | 193 | 561 | 36 | 14 | 3 | 3 | 1000 |
| Proportion | 0.012 | 0.047 | 0.131 | 0.193 | 0.561 | 0.036 | 0.014 | 0.003 | 0.003 | 1.000 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 102 | 1 | 1972 | 33.14 | 1919 | 1925 | 1955 | 1975 | 2001 | 2006 | 2007 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 61 | 0.998 | 1984 | 23.1 | 1950 | 1950 | 1966 | 1992 | 2004 | 2007 | 2007 |
| Flat | Gable | Gambrel | Hip | Mansard | Total | |
|---|---|---|---|---|---|---|
| Frequency | 9 | 775 | 8 | 204 | 4 | 1000 |
| Proportion | 0.009 | 0.775 | 0.008 | 0.204 | 0.004 | 1.000 |
| CompShg | Metal | Tar&Grv | WdShake | WdShngl | Total | |
|---|---|---|---|---|---|---|
| Frequency | 984 | 1 | 11 | 2 | 2 | 1000 |
| Proportion | 0.984 | 0.001 | 0.011 | 0.002 | 0.002 | 1.000 |
| AsbShng | BrkComm | BrkFace | CemntBd | HdBoard | ImStucc | MetalSd | Plywood | Stucco | VinylSd | Wd Sdng | WdShing | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 12 | 1 | 36 | 40 | 164 | 1 | 147 | 74 | 15 | 349 | 138 | 23 | 1000 |
| Proportion | 0.012 | 0.001 | 0.036 | 0.040 | 0.164 | 0.001 | 0.147 | 0.074 | 0.015 | 0.349 | 0.138 | 0.023 | 1.000 |
| AsbShng | Brk Cmn | BrkFace | CBlock | CmentBd | HdBoard | ImStucc | MetalSd | Plywood | Stucco | VinylSd | Wd Sdng | Wd Shng | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 10 | 3 | 23 | 1 | 40 | 150 | 8 | 148 | 96 | 14 | 345 | 130 | 32 | 1000 |
| Proportion | 0.010 | 0.003 | 0.023 | 0.001 | 0.040 | 0.150 | 0.008 | 0.148 | 0.096 | 0.014 | 0.345 | 0.130 | 0.032 | 1.000 |
| BrkCmn | BrkFace | None | Stone | Total | ||
|---|---|---|---|---|---|---|
| Frequency | 7 | 8 | 317 | 593 | 75 | 1000 |
| Proportion | 0.007 | 0.008 | 0.317 | 0.593 | 0.075 | 1.000 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 993 | 7 | 258 | 0.787 | 104.1 | 159.2 | 0.0 | 0.0 | 0.0 | 0.0 | 160.0 | 336.0 | 480.4 |
| Excellent | Good | Average/Typical | Fair | Total | |
|---|---|---|---|---|---|
| Frequency | 39 | 337 | 613 | 11 | 1000 |
| Proportion | 0.039 | 0.337 | 0.613 | 0.011 | 1.000 |
| Excellent | Good | Average/Typical | Fair | Total | |
|---|---|---|---|---|---|
| Frequency | 4 | 116 | 861 | 19 | 1000 |
| Proportion | 0.004 | 0.116 | 0.861 | 0.019 | 1.000 |
| BrkTil | CBlock | PConc | Slab | Stone | Total | |
|---|---|---|---|---|---|---|
| Frequency | 102 | 430 | 453 | 12 | 3 | 1000 |
| Proportion | 0.102 | 0.430 | 0.453 | 0.012 | 0.003 | 1.000 |
| Excellent | Good | Typical | Fair | Poor | Total | |
|---|---|---|---|---|---|---|
| Frequency | 87 | 424 | 438 | 28 | 1 | 978 |
| Proportion | 0.087 | 0.424 | 0.438 | 0.028 | 0.001 | 0.978 |
| Excellent | Good | Typical | Fair | Poor | Total | |
|---|---|---|---|---|---|---|
| Frequency | 2 | 44 | 908 | 23 | 1 | 978 |
| Proportion | 0.002 | 0.044 | 0.908 | 0.023 | 0.001 | 0.978 |
| Good Exposure | Average Exposure | Minimum Exposure | No Exposure | Total | |
|---|---|---|---|---|---|
| Frequency | 98 | 157 | 87 | 635 | 977 |
| Proportion | 0.098 | 0.157 | 0.087 | 0.635 | 0.977 |
| Good Living Quarters | Average Living Quarters | Average Rec Room | Below Average Living Quarters | Low Quality | Unfinished | Total | |
|---|---|---|---|---|---|---|---|
| Frequency | 294 | 163 | 87 | 107 | 48 | 279 | 978 |
| Proportion | 0.294 | 0.163 | 0.087 | 0.107 | 0.048 | 0.279 | 0.978 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 999 | 1 | 528 | 0.973 | 464.1 | 497.8 | 0 | 0 | 0 | 400 | 773 | 1101 | 1321 |
| Good Living Quarters | Average Living Quarters | Average Rec Room | Below Average Living Quarters | Low Quality | Unfinished | Total | |
|---|---|---|---|---|---|---|---|
| Frequency | 11 | 20 | 24 | 29 | 31 | 863 | 978 |
| Proportion | 0.011 | 0.020 | 0.024 | 0.029 | 0.031 | 0.863 | 0.978 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 999 | 1 | 105 | 0.307 | 48.07 | 89.49 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 108.0 | 405.6 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 999 | 1 | 605 | 0.999 | 547 | 469.6 | 0.0 | 54.8 | 223.5 | 461.0 | 783.0 | 1183.0 | 1422.2 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 999 | 1 | 593 | 1 | 1059 | 464.2 | 483.0 | 609.6 | 797.5 | 998.0 | 1301.0 | 1614.6 | 1838.0 |
| GasA | GasW | Grav | OthW | Wall | Total | |
|---|---|---|---|---|---|---|
| Frequency | 988 | 8 | 2 | 1 | 1 | 1000 |
| Proportion | 0.988 | 0.008 | 0.002 | 0.001 | 0.001 | 1.000 |
| Excellent | Good | Average/Typical | Fair | Poor | Total | |
|---|---|---|---|---|---|---|
| Frequency | 516 | 157 | 304 | 22 | 1 | 1000 |
| Proportion | 0.516 | 0.157 | 0.304 | 0.022 | 0.001 | 1.000 |
| N | Y | Total | |
|---|---|---|---|
| Frequency | 55 | 945 | 1000 |
| Proportion | 0.055 | 0.945 | 1.000 |
| Standard | Average | Fair | Poor | Total | |
|---|---|---|---|---|---|
| Frequency | 932 | 54 | 12 | 2 | 1000 |
| Proportion | 0.932 | 0.054 | 0.012 | 0.002 | 1.000 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 624 | 1 | 1157 | 422.7 | 639.5 | 746.7 | 876.2 | 1080.5 | 1376.2 | 1696.0 | 1866.1 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 287 | 0.782 | 315.2 | 427.6 | 0.0 | 0.0 | 0.0 | 0.0 | 688.2 | 917.0 | 1116.2 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 12 | 0.036 | 4.32 | 8.584 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 999 | 1 | 4 | 0.744 | 0.4474 | 0.5227 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 999 | 1 | 3 | 0.167 | 0.06106 | 0.1153 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 1000 | 0 | 5 | 0.764 | 1.541 | 0.5427 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 1000 | 0 | 3 | 0.703 | 0.378 | 0.4811 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 1000 | 0 | 7 | 0.826 | 2.806 | 0.8418 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 1000 | 0 | 3 | 0.118 | 1.039 | 0.07888 |
| Excellent | Good | Average/Typical | Fair | Poor | Total | |
|---|---|---|---|---|---|---|
| Frequency | 67 | 403 | 509 | 20 | 1 | 1000 |
| Proportion | 0.067 | 0.403 | 0.509 | 0.020 | 0.001 | 1.000 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 12 | 0.953 | 6.34 | 1.698 | 4 | 5 | 5 | 6 | 7 | 8 | 9 |
| Typical | Minor Deductions 1 | Moderage Deductions | Major Deductions 1 | Salvage Only | Total | |
|---|---|---|---|---|---|---|
| Frequency | 935 | 42 | 16 | 6 | 1 | 1000 |
| Proportion | 0.935 | 0.042 | 0.016 | 0.006 | 0.001 | 1.000 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 1000 | 0 | 5 | 0.804 | 0.597 | 0.6627 |
| Excellent | Good | Typical | Fair | Poor | Total | |
|---|---|---|---|---|---|---|
| Frequency | 16 | 232 | 219 | 24 | 18 | 509 |
| Proportion | 0.016 | 0.232 | 0.219 | 0.024 | 0.018 | 0.509 |
| 2Types | Attchd | Basment | BuiltIn | CarPort | Detchd | Total | |
|---|---|---|---|---|---|---|---|
| Frequency | 10 | 610 | 11 | 56 | 1 | 266 | 954 |
| Proportion | 0.010 | 0.610 | 0.011 | 0.056 | 0.001 | 0.266 | 0.954 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 952 | 48 | 93 | 0.999 | 1978 | 28.2 | 1926 | 1941 | 1961 | 1979 | 2002 | 2006 | 2007 |
| Finished | Rough Finished | Unfinished | Total | |
|---|---|---|---|---|
| Frequency | 247 | 278 | 427 | 952 |
| Proportion | 0.247 | 0.278 | 0.427 | 0.952 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 999 | 1 | 6 | 0.828 | 1.767 | 0.7892 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 999 | 1 | 370 | 1 | 475.4 | 239.9 | 178.4 | 240.0 | 312.0 | 480.0 | 576.0 | 766.0 | 864.1 |
| Excellent | Good | Typical | Fair | Poor | Total | |
|---|---|---|---|---|---|---|
| Frequency | 1 | 7 | 904 | 37 | 3 | 952 |
| Proportion | 0.001 | 0.007 | 0.904 | 0.037 | 0.003 | 0.952 |
| Excellent | Good | Typical | Fair | Poor | Total | |
|---|---|---|---|---|---|---|
| Frequency | 1 | 6 | 918 | 21 | 6 | 952 |
| Proportion | 0.001 | 0.006 | 0.918 | 0.021 | 0.006 | 0.952 |
| Paved | Partial Pavement | Dirt/Gravel | Total | |
|---|---|---|---|---|
| Frequency | 904 | 29 | 67 | 1000 |
| Proportion | 0.904 | 0.029 | 0.067 | 1.000 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 215 | 0.862 | 93.84 | 123.1 | 0.0 | 0.0 | 0.0 | 0.0 | 168.0 | 250.2 | 312.0 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 176 | 0.916 | 48.93 | 64.9 | 0 | 0 | 0 | 28 | 74 | 132 | 191 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 101 | 0.42 | 23.48 | 41.46 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 115.0 | 169.1 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 15 | 0.041 | 3.118 | 6.177 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 57 | 0.219 | 14.77 | 27.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 153.1 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 1000 | 0 | 4 | 0.009 | 1.463 | 2.923 |
| Excellent | Good | Fair | Total | |
|---|---|---|---|---|
| Frequency | 1 | 1 | 1 | 3 |
| Proportion | 0.001 | 0.001 | 0.001 | 0.003 |
| Good Privacy | Minimum Privacy | Good Wood | Minimum Wood/Wire | Total | |
|---|---|---|---|---|---|
| Frequency | 43 | 120 | 37 | 2 | 202 |
| Proportion | 0.043 | 0.120 | 0.037 | 0.002 | 0.202 |
| Gar2 | Othr | Shed | TenC | Total | |
|---|---|---|---|---|---|
| Frequency | 2 | 1 | 25 | 1 | 29 |
| Proportion | 0.002 | 0.001 | 0.025 | 0.001 | 0.029 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 18 | 0.085 | 45.81 | 90.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| n | missing | distinct | Info | Mean | Gmd | .05 | .10 | .25 | .50 | .75 | .90 | .95 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000 | 0 | 12 | 0.987 | 6.243 | 3.108 | 2 | 3 | 4 | 6 | 8 | 10 | 11 |
| n | missing | distinct | Info | Mean | Gmd |
|---|---|---|---|---|---|
| 1000 | 0 | 5 | 0.954 | 2008 | 1.469 |
| COD | Con | ConLD | ConLI | ConLw | CWD | New | Oth | VWD | WD | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Frequency | 27 | 5 | 7 | 5 | 6 | 3 | 79 | 4 | 1 | 863 | 1000 |
| Proportion | 0.027 | 0.005 | 0.007 | 0.005 | 0.006 | 0.003 | 0.079 | 0.004 | 0.001 | 0.863 | 1.000 |
| Abnorml | AdjLand | Alloca | Family | Normal | Partial | Total | |
|---|---|---|---|---|---|---|---|
| Frequency | 61 | 2 | 4 | 17 | 834 | 82 | 1000 |
| Proportion | 0.061 | 0.002 | 0.004 | 0.017 | 0.834 | 0.082 | 1.000 |
Preprocessing
Create log transformations the following variables 1. Area 2. Price 3. Lot Frontage 4. Lot Area
- Area: Create log transformation
- Price: Crate